A classification method for soybean leaf diseases based on an improved ConvNeXt model

Abstract Deep learning technologies have enabled the development of a variety of deep learning models that can be used to detect plant leaf diseases. However, their use in the identification of soybean leaf diseases is currently limited and mostly based on machine learning methods. In this investiga...

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Bibliographic Details
Main Authors: Qinghai Wu, Xiao Ma, Haifeng Liu, Cunguang Bi, Helong Yu, Meijing Liang, Jicheng Zhang, Qi Li, You Tang, Guanshi Ye
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-46492-3